Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 108035 |
| Missing cells | 422673 |
| Missing cells (%) | 24.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 30.1 MiB |
| Average record size in memory | 291.8 B |
Variable types
| Text | 1 |
|---|---|
| DateTime | 1 |
| Numeric | 13 |
| Categorical | 1 |
AQI is highly overall correlated with AQI_Bucket and 7 other fields | High correlation |
AQI_Bucket is highly overall correlated with AQI and 1 other fields | High correlation |
Benzene is highly overall correlated with Toluene and 1 other fields | High correlation |
CO is highly overall correlated with AQI and 1 other fields | High correlation |
NH3 is highly overall correlated with AQI and 2 other fields | High correlation |
NO is highly overall correlated with AQI and 4 other fields | High correlation |
NO2 is highly overall correlated with AQI and 4 other fields | High correlation |
NOx is highly overall correlated with AQI and 3 other fields | High correlation |
PM10 is highly overall correlated with AQI and 7 other fields | High correlation |
PM2.5 is highly overall correlated with AQI and 4 other fields | High correlation |
Toluene is highly overall correlated with Benzene and 1 other fields | High correlation |
Xylene is highly overall correlated with Benzene and 1 other fields | High correlation |
PM2.5 has 21625 (20.0%) missing values | Missing |
PM10 has 42706 (39.5%) missing values | Missing |
NO has 17106 (15.8%) missing values | Missing |
NO2 has 16547 (15.3%) missing values | Missing |
NOx has 15500 (14.3%) missing values | Missing |
NH3 has 48105 (44.5%) missing values | Missing |
CO has 12998 (12.0%) missing values | Missing |
SO2 has 25204 (23.3%) missing values | Missing |
O3 has 25568 (23.7%) missing values | Missing |
Benzene has 31455 (29.1%) missing values | Missing |
Toluene has 38702 (35.8%) missing values | Missing |
Xylene has 85137 (78.8%) missing values | Missing |
AQI has 21010 (19.4%) missing values | Missing |
AQI_Bucket has 21010 (19.4%) missing values | Missing |
Benzene is highly skewed (γ1 = 21.61702016) | Skewed |
NOx has 4776 (4.4%) zeros | Zeros |
CO has 7280 (6.7%) zeros | Zeros |
Benzene has 12602 (11.7%) zeros | Zeros |
Toluene has 10455 (9.7%) zeros | Zeros |
Xylene has 6083 (5.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-14 23:59:11.685070 |
|---|---|
| Analysis finished | 2024-11-15 00:00:11.275939 |
| Duration | 59.59 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
StationId
Text
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 MiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AP001 |
|---|---|
| 2nd row | AP001 |
| 3rd row | AP001 |
| 4th row | AP001 |
| 5th row | AP001 |
| Value | Count | Frequency (%) |
| ka003 | 2009 | 1.9% |
| dl013 | 2009 | 1.9% |
| tn004 | 2009 | 1.9% |
| tn003 | 2009 | 1.9% |
| tn001 | 2009 | 1.9% |
| up012 | 2009 | 1.9% |
| up014 | 2009 | 1.9% |
| dl007 | 2009 | 1.9% |
| dl008 | 2009 | 1.9% |
| gj001 | 2009 | 1.9% |
| Other values (100) | 87945 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540175 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540175 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540175 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
Date
Date
| Distinct | 2009 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 844.1 KiB |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2020-07-01 00:00:00 |
PM2.5
Real number (ℝ)
High correlation  Missing 
| Distinct | 22395 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 21625 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.272571 |
| Minimum | 0.02 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 13.02 |
| Q1 | 31.88 |
| median | 55.95 |
| Q3 | 99.92 |
| 95-th percentile | 236.5655 |
| Maximum | 1000 |
| Range | 999.98 |
| Interquartile range (IQR) | 68.04 |
Descriptive statistics
| Standard deviation | 76.526403 |
|---|---|
| Coefficient of variation (CV) | 0.95333189 |
| Kurtosis | 10.624383 |
| Mean | 80.272571 |
| Median Absolute Deviation (MAD) | 29.07 |
| Skewness | 2.5639235 |
| Sum | 6936352.9 |
| Variance | 5856.2903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 27 | < 0.1% |
| 31.08 | 23 | < 0.1% |
| 24.83 | 22 | < 0.1% |
| 28.8 | 22 | < 0.1% |
| 21.38 | 21 | < 0.1% |
| 29.75 | 21 | < 0.1% |
| 34.1 | 21 | < 0.1% |
| 42.5 | 21 | < 0.1% |
| 34 | 20 | < 0.1% |
| 21 | 20 | < 0.1% |
| Other values (22385) | 86192 | |
| (Missing) | 21625 | 20.0% |
| Value | Count | Frequency (%) |
| 0.02 | 2 | |
| 0.04 | 1 | |
| 0.15 | 1 | |
| 0.16 | 1 | |
| 0.19 | 1 | |
| 0.2 | 1 | |
| 0.24 | 1 | |
| 0.25 | 1 | |
| 0.28 | 1 | |
| 0.32 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 999.99 | 1 | |
| 995 | 1 | |
| 992.67 | 1 | |
| 949.99 | 1 | |
| 917.77 | 1 | |
| 916.67 | 1 | |
| 914.94 | 1 | |
| 914.64 | 1 | |
| 894.75 | 1 |
PM10
Real number (ℝ)
High correlation  Missing 
| Distinct | 29575 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 42706 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.96843 |
| Minimum | 0.01 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 30.27 |
| Q1 | 70.15 |
| median | 122.09 |
| Q3 | 208.67 |
| 95-th percentile | 409.386 |
| Maximum | 1000 |
| Range | 999.99 |
| Interquartile range (IQR) | 138.52 |
Descriptive statistics
| Standard deviation | 123.41867 |
|---|---|
| Coefficient of variation (CV) | 0.78128696 |
| Kurtosis | 3.3830811 |
| Mean | 157.96843 |
| Median Absolute Deviation (MAD) | 61.83 |
| Skewness | 1.6440481 |
| Sum | 10319919 |
| Variance | 15232.169 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 12 | < 0.1% |
| 71.05 | 12 | < 0.1% |
| 71.88 | 12 | < 0.1% |
| 55.66 | 11 | < 0.1% |
| 108.46 | 11 | < 0.1% |
| 56.6 | 11 | < 0.1% |
| 49.46 | 10 | < 0.1% |
| 65.88 | 10 | < 0.1% |
| 41.62 | 10 | < 0.1% |
| 108.77 | 10 | < 0.1% |
| Other values (29565) | 65220 | |
| (Missing) | 42706 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | |
| 0.1 | 3 | |
| 0.12 | 3 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 985 | 2 | |
| 976.77 | 1 | |
| 960.98 | 1 | |
| 955.6 | 1 | |
| 952 | 1 | |
| 942 | 1 | |
| 938.5 | 1 | |
| 936.25 | 1 | |
| 933.05 | 1 |
NO
Real number (ℝ)
High correlation  Missing 
| Distinct | 11963 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 17106 |
| Missing (%) | 15.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.123424 |
| Minimum | 0.01 |
|---|---|
| Maximum | 470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 4.84 |
| median | 10.29 |
| Q3 | 24.98 |
| 95-th percentile | 93.766 |
| Maximum | 470 |
| Range | 469.99 |
| Interquartile range (IQR) | 20.14 |
Descriptive statistics
| Standard deviation | 34.491019 |
|---|---|
| Coefficient of variation (CV) | 1.4916052 |
| Kurtosis | 14.052937 |
| Mean | 23.123424 |
| Median Absolute Deviation (MAD) | 7.02 |
| Skewness | 3.288711 |
| Sum | 2102589.8 |
| Variance | 1189.6304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 81 | 0.1% |
| 2.89 | 79 | 0.1% |
| 2.93 | 79 | 0.1% |
| 2.49 | 77 | 0.1% |
| 0.73 | 77 | 0.1% |
| 2.87 | 76 | 0.1% |
| 3 | 76 | 0.1% |
| 2.95 | 75 | 0.1% |
| 2.84 | 75 | 0.1% |
| 3.99 | 75 | 0.1% |
| Other values (11953) | 90159 | |
| (Missing) | 17106 | 15.8% |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 10 | |
| 0.03 | 4 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 4 | < 0.1% |
| 0.11 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 470 | 1 | |
| 437.85 | 1 | |
| 436.8 | 1 | |
| 429.77 | 1 | |
| 403.94 | 1 | |
| 390.68 | 1 | |
| 383.14 | 1 | |
| 382.44 | 1 | |
| 374.71 | 1 | |
| 373.9 | 1 |
NO2
Real number (ℝ)
High correlation  Missing 
| Distinct | 12050 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 16547 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.24076 |
| Minimum | 0.01 |
|---|---|
| Maximum | 448.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 5.3935 |
| Q1 | 15.09 |
| median | 27.21 |
| Q3 | 46.93 |
| 95-th percentile | 89.88 |
| Maximum | 448.05 |
| Range | 448.04 |
| Interquartile range (IQR) | 31.84 |
Descriptive statistics
| Standard deviation | 29.510827 |
|---|---|
| Coefficient of variation (CV) | 0.83740609 |
| Kurtosis | 11.060617 |
| Mean | 35.24076 |
| Median Absolute Deviation (MAD) | 14.41 |
| Skewness | 2.3592871 |
| Sum | 3224106.7 |
| Variance | 870.88892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 43 | < 0.1% |
| 17.58 | 39 | < 0.1% |
| 20 | 37 | < 0.1% |
| 16.07 | 37 | < 0.1% |
| 9.47 | 36 | < 0.1% |
| 0.2 | 36 | < 0.1% |
| 17.82 | 36 | < 0.1% |
| 9.14 | 36 | < 0.1% |
| 9.22 | 35 | < 0.1% |
| 13.6 | 35 | < 0.1% |
| Other values (12040) | 91118 | |
| (Missing) | 16547 | 15.3% |
| Value | Count | Frequency (%) |
| 0.01 | 4 | |
| 0.02 | 7 | |
| 0.03 | 9 | |
| 0.04 | 3 | < 0.1% |
| 0.05 | 3 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 7 | |
| 0.08 | 6 | |
| 0.09 | 7 | |
| 0.1 | 8 |
| Value | Count | Frequency (%) |
| 448.05 | 1 | |
| 397.77 | 1 | |
| 397.31 | 1 | |
| 394.04 | 1 | |
| 393.08 | 1 | |
| 369.03 | 1 | |
| 363.75 | 1 | |
| 362.73 | 1 | |
| 362.5 | 1 | |
| 362.21 | 1 |
NOx
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 15608 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 15500 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.195055 |
| Minimum | 0 |
|---|---|
| Maximum | 467.63 |
| Zeros | 4776 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.97 |
| median | 26.66 |
| Q3 | 50.5 |
| 95-th percentile | 134.153 |
| Maximum | 467.63 |
| Range | 467.63 |
| Interquartile range (IQR) | 36.53 |
Descriptive statistics
| Standard deviation | 45.145976 |
|---|---|
| Coefficient of variation (CV) | 1.0959076 |
| Kurtosis | 8.4549145 |
| Mean | 41.195055 |
| Median Absolute Deviation (MAD) | 15.84 |
| Skewness | 2.5397855 |
| Sum | 3811984.5 |
| Variance | 2038.1591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4776 | 4.4% |
| 6.24 | 601 | 0.6% |
| 2.21 | 516 | 0.5% |
| 9.05 | 37 | < 0.1% |
| 16.56 | 34 | < 0.1% |
| 11.02 | 34 | < 0.1% |
| 17.01 | 34 | < 0.1% |
| 15.75 | 34 | < 0.1% |
| 22.02 | 34 | < 0.1% |
| 15.09 | 33 | < 0.1% |
| Other values (15598) | 86402 | |
| (Missing) | 15500 | 14.3% |
| Value | Count | Frequency (%) |
| 0 | 4776 | |
| 0.01 | 7 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 14 | < 0.1% |
| 0.04 | 13 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 467.63 | 1 | |
| 453.61 | 1 | |
| 442.69 | 1 | |
| 440.31 | 1 | |
| 434.9 | 1 | |
| 429.38 | 1 | |
| 402.27 | 1 | |
| 399.87 | 1 | |
| 395.86 | 1 | |
| 395.33 | 1 |
NH3
Real number (ℝ)
High correlation  Missing 
| Distinct | 9119 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 48105 |
| Missing (%) | 44.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.732875 |
| Minimum | 0.01 |
|---|---|
| Maximum | 418.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 3.85 |
| Q1 | 11.9 |
| median | 23.59 |
| Q3 | 38.1375 |
| 95-th percentile | 70.23 |
| Maximum | 418.9 |
| Range | 418.89 |
| Interquartile range (IQR) | 26.2375 |
Descriptive statistics
| Standard deviation | 24.897797 |
|---|---|
| Coefficient of variation (CV) | 0.86652648 |
| Kurtosis | 22.771798 |
| Mean | 28.732875 |
| Median Absolute Deviation (MAD) | 12.6 |
| Skewness | 3.2189192 |
| Sum | 1721961.2 |
| Variance | 619.90031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.42 | 49 | < 0.1% |
| 6.29 | 42 | < 0.1% |
| 14.62 | 39 | < 0.1% |
| 6.28 | 38 | < 0.1% |
| 6.3 | 38 | < 0.1% |
| 6.31 | 36 | < 0.1% |
| 6.6 | 34 | < 0.1% |
| 10.42 | 33 | < 0.1% |
| 6.32 | 32 | < 0.1% |
| 6.25 | 32 | < 0.1% |
| Other values (9109) | 59557 | |
| (Missing) | 48105 |
| Value | Count | Frequency (%) |
| 0.01 | 4 | < 0.1% |
| 0.02 | 9 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 6 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.1 | 23 |
| Value | Count | Frequency (%) |
| 418.9 | 1 | |
| 408.58 | 1 | |
| 379.32 | 1 | |
| 371.36 | 1 | |
| 365.68 | 1 | |
| 361.75 | 1 | |
| 356.73 | 1 | |
| 352.89 | 1 | |
| 349.25 | 1 | |
| 335.91 | 1 |
CO
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 2352 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 12998 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6057493 |
| Minimum | 0 |
|---|---|
| Maximum | 175.81 |
| Zeros | 7280 |
| Zeros (%) | 6.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.53 |
| median | 0.91 |
| Q3 | 1.45 |
| 95-th percentile | 3.38 |
| Maximum | 175.81 |
| Range | 175.81 |
| Interquartile range (IQR) | 0.92 |
Descriptive statistics
| Standard deviation | 4.3695778 |
|---|---|
| Coefficient of variation (CV) | 2.7212079 |
| Kurtosis | 224.16889 |
| Mean | 1.6057493 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | 12.197951 |
| Sum | 152605.6 |
| Variance | 19.09321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7280 | 6.7% |
| 0.64 | 713 | 0.7% |
| 0.66 | 696 | 0.6% |
| 0.7 | 688 | 0.6% |
| 0.78 | 679 | 0.6% |
| 0.74 | 673 | 0.6% |
| 0.68 | 671 | 0.6% |
| 0.6 | 662 | 0.6% |
| 0.79 | 659 | 0.6% |
| 0.76 | 656 | 0.6% |
| Other values (2342) | 81660 | |
| (Missing) | 12998 | 12.0% |
| Value | Count | Frequency (%) |
| 0 | 7280 | |
| 0.01 | 96 | 0.1% |
| 0.02 | 125 | 0.1% |
| 0.03 | 54 | < 0.1% |
| 0.04 | 52 | < 0.1% |
| 0.05 | 73 | 0.1% |
| 0.06 | 54 | < 0.1% |
| 0.07 | 45 | < 0.1% |
| 0.08 | 54 | < 0.1% |
| 0.09 | 59 | 0.1% |
| Value | Count | Frequency (%) |
| 175.81 | 1 | |
| 145.32 | 1 | |
| 134.85 | 1 | |
| 132.47 | 1 | |
| 132.07 | 1 | |
| 124.01 | 1 | |
| 119.68 | 1 | |
| 119.3 | 1 | |
| 118.02 | 1 | |
| 118 | 1 |
SO2
Real number (ℝ)
Missing 
| Distinct | 5801 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 25204 |
| Missing (%) | 23.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.257634 |
| Minimum | 0.01 |
|---|---|
| Maximum | 195.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2.07 |
| Q1 | 5.04 |
| median | 8.95 |
| Q3 | 14.92 |
| 95-th percentile | 32.54 |
| Maximum | 195.65 |
| Range | 195.64 |
| Interquartile range (IQR) | 9.88 |
Descriptive statistics
| Standard deviation | 12.984723 |
|---|---|
| Coefficient of variation (CV) | 1.0593173 |
| Kurtosis | 34.720632 |
| Mean | 12.257634 |
| Median Absolute Deviation (MAD) | 4.54 |
| Skewness | 4.5812814 |
| Sum | 1015312.1 |
| Variance | 168.60304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.4 | 84 | 0.1% |
| 3.38 | 80 | 0.1% |
| 4 | 79 | 0.1% |
| 5.86 | 78 | 0.1% |
| 3.28 | 75 | 0.1% |
| 3.48 | 75 | 0.1% |
| 3.51 | 75 | 0.1% |
| 6.42 | 74 | 0.1% |
| 4.76 | 74 | 0.1% |
| 6.99 | 74 | 0.1% |
| Other values (5791) | 82063 | |
| (Missing) | 25204 | 23.3% |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 6 | |
| 0.05 | 3 | < 0.1% |
| 0.06 | 8 | |
| 0.07 | 3 | < 0.1% |
| 0.08 | 10 | |
| 0.09 | 4 | < 0.1% |
| 0.1 | 6 |
| Value | Count | Frequency (%) |
| 195.65 | 1 | |
| 193.86 | 1 | |
| 187.02 | 1 | |
| 186.08 | 1 | |
| 182.39 | 1 | |
| 180.85 | 1 | |
| 179.18 | 1 | |
| 178.93 | 1 | |
| 178.63 | 1 | |
| 178.58 | 1 |
O3
Real number (ℝ)
Missing 
| Distinct | 11166 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 25568 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.134836 |
| Minimum | 0.01 |
|---|---|
| Maximum | 963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 7.02 |
| Q1 | 18.895 |
| median | 30.84 |
| Q3 | 47.14 |
| 95-th percentile | 81 |
| Maximum | 963 |
| Range | 962.99 |
| Interquartile range (IQR) | 28.245 |
Descriptive statistics
| Standard deviation | 39.128004 |
|---|---|
| Coefficient of variation (CV) | 1.0260436 |
| Kurtosis | 75.831363 |
| Mean | 38.134836 |
| Median Absolute Deviation (MAD) | 13.49 |
| Skewness | 6.8444834 |
| Sum | 3144865.5 |
| Variance | 1531.0007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.48 | 35 | < 0.1% |
| 22.94 | 34 | < 0.1% |
| 23.6 | 33 | < 0.1% |
| 22.5 | 33 | < 0.1% |
| 34.4 | 32 | < 0.1% |
| 19.12 | 31 | < 0.1% |
| 25.64 | 31 | < 0.1% |
| 23.59 | 31 | < 0.1% |
| 21.4 | 30 | < 0.1% |
| 21.28 | 29 | < 0.1% |
| Other values (11156) | 82148 | |
| (Missing) | 25568 | 23.7% |
| Value | Count | Frequency (%) |
| 0.01 | 4 | < 0.1% |
| 0.02 | 9 | |
| 0.03 | 4 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 3 | < 0.1% |
| 0.1 | 11 |
| Value | Count | Frequency (%) |
| 963 | 1 | |
| 868.2 | 1 | |
| 819.06 | 1 | |
| 777.67 | 1 | |
| 763.12 | 1 | |
| 757 | 1 | |
| 714.75 | 1 | |
| 705.32 | 1 | |
| 698.67 | 1 | |
| 694.96 | 1 |
Benzene
Real number (ℝ)
High correlation  Missing  Skewed  Zeros 
| Distinct | 3017 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 31455 |
| Missing (%) | 29.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3580293 |
| Minimum | 0 |
|---|---|
| Maximum | 455.03 |
| Zeros | 12602 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.16 |
| median | 1.21 |
| Q3 | 3.61 |
| 95-th percentile | 11.35 |
| Maximum | 455.03 |
| Range | 455.03 |
| Interquartile range (IQR) | 3.45 |
Descriptive statistics
| Standard deviation | 11.156234 |
|---|---|
| Coefficient of variation (CV) | 3.3222565 |
| Kurtosis | 695.20283 |
| Mean | 3.3580293 |
| Median Absolute Deviation (MAD) | 1.21 |
| Skewness | 21.61702 |
| Sum | 257157.88 |
| Variance | 124.46157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12602 | 11.7% |
| 0.1 | 689 | 0.6% |
| 0.01 | 541 | 0.5% |
| 0.02 | 474 | 0.4% |
| 0.12 | 439 | 0.4% |
| 0.11 | 422 | 0.4% |
| 0.03 | 420 | 0.4% |
| 0.05 | 409 | 0.4% |
| 0.04 | 403 | 0.4% |
| 0.13 | 398 | 0.4% |
| Other values (3007) | 59783 | |
| (Missing) | 31455 |
| Value | Count | Frequency (%) |
| 0 | 12602 | |
| 0.01 | 541 | 0.5% |
| 0.02 | 474 | 0.4% |
| 0.03 | 420 | 0.4% |
| 0.04 | 403 | 0.4% |
| 0.05 | 409 | 0.4% |
| 0.06 | 374 | 0.3% |
| 0.07 | 321 | 0.3% |
| 0.08 | 337 | 0.3% |
| 0.09 | 337 | 0.3% |
| Value | Count | Frequency (%) |
| 455.03 | 1 | |
| 454.85 | 1 | |
| 449.38 | 1 | |
| 448.59 | 1 | |
| 445.83 | 1 | |
| 443.63 | 1 | |
| 438.01 | 1 | |
| 435.9 | 1 | |
| 435.09 | 1 | |
| 432.94 | 1 |
Toluene
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 8713 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 38702 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.345394 |
| Minimum | 0 |
|---|---|
| Maximum | 454.85 |
| Zeros | 10455 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.69 |
| median | 4.33 |
| Q3 | 17.51 |
| 95-th percentile | 64.934 |
| Maximum | 454.85 |
| Range | 454.85 |
| Interquartile range (IQR) | 16.82 |
Descriptive statistics
| Standard deviation | 29.348587 |
|---|---|
| Coefficient of variation (CV) | 1.9125339 |
| Kurtosis | 33.337213 |
| Mean | 15.345394 |
| Median Absolute Deviation (MAD) | 4.33 |
| Skewness | 4.5983348 |
| Sum | 1063942.2 |
| Variance | 861.33958 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10455 | 9.7% |
| 0.01 | 268 | 0.2% |
| 0.02 | 199 | 0.2% |
| 0.07 | 198 | 0.2% |
| 0.03 | 179 | 0.2% |
| 0.04 | 173 | 0.2% |
| 0.1 | 173 | 0.2% |
| 0.08 | 167 | 0.2% |
| 0.06 | 161 | 0.1% |
| 0.09 | 153 | 0.1% |
| Other values (8703) | 57207 | |
| (Missing) | 38702 |
| Value | Count | Frequency (%) |
| 0 | 10455 | |
| 0.01 | 268 | 0.2% |
| 0.02 | 199 | 0.2% |
| 0.03 | 179 | 0.2% |
| 0.04 | 173 | 0.2% |
| 0.05 | 147 | 0.1% |
| 0.06 | 161 | 0.1% |
| 0.07 | 198 | 0.2% |
| 0.08 | 167 | 0.2% |
| 0.09 | 153 | 0.1% |
| Value | Count | Frequency (%) |
| 454.85 | 1 | |
| 454.12 | 1 | |
| 449.14 | 1 | |
| 448.87 | 1 | |
| 445.84 | 1 | |
| 443.63 | 1 | |
| 437.77 | 1 | |
| 435.94 | 1 | |
| 434.92 | 1 | |
| 433.02 | 1 |
Xylene
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 1892 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 85137 |
| Missing (%) | 78.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4234462 |
| Minimum | 0 |
|---|---|
| Maximum | 170.37 |
| Zeros | 6083 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.4 |
| Q3 | 2.11 |
| 95-th percentile | 10.7315 |
| Maximum | 170.37 |
| Range | 170.37 |
| Interquartile range (IQR) | 2.11 |
Descriptive statistics
| Standard deviation | 6.4724085 |
|---|---|
| Coefficient of variation (CV) | 2.6707457 |
| Kurtosis | 119.56916 |
| Mean | 2.4234462 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 8.629739 |
| Sum | 55492.07 |
| Variance | 41.892072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6083 | 5.6% |
| 0.01 | 500 | 0.5% |
| 0.02 | 423 | 0.4% |
| 0.1 | 327 | 0.3% |
| 0.03 | 297 | 0.3% |
| 0.04 | 241 | 0.2% |
| 0.05 | 188 | 0.2% |
| 0.12 | 183 | 0.2% |
| 0.06 | 180 | 0.2% |
| 0.11 | 168 | 0.2% |
| Other values (1882) | 14308 | 13.2% |
| (Missing) | 85137 |
| Value | Count | Frequency (%) |
| 0 | 6083 | |
| 0.01 | 500 | 0.5% |
| 0.02 | 423 | 0.4% |
| 0.03 | 297 | 0.3% |
| 0.04 | 241 | 0.2% |
| 0.05 | 188 | 0.2% |
| 0.06 | 180 | 0.2% |
| 0.07 | 151 | 0.1% |
| 0.08 | 148 | 0.1% |
| 0.09 | 135 | 0.1% |
| Value | Count | Frequency (%) |
| 170.37 | 1 | |
| 137.45 | 1 | |
| 133.6 | 1 | |
| 132.97 | 1 | |
| 129.28 | 1 | |
| 125.18 | 1 | |
| 123.29 | 1 | |
| 116.62 | 1 | |
| 109.98 | 1 | |
| 109.23 | 1 |
AQI
Real number (ℝ)
High correlation  Missing 
| Distinct | 930 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 21010 |
| Missing (%) | 19.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.74929 |
| Minimum | 8 |
|---|---|
| Maximum | 2049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 844.1 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 86 |
| median | 132 |
| Q3 | 254 |
| 95-th percentile | 415 |
| Maximum | 2049 |
| Range | 2041 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 131.32434 |
|---|---|
| Coefficient of variation (CV) | 0.73059726 |
| Kurtosis | 8.5325443 |
| Mean | 179.74929 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 1.9300877 |
| Sum | 15642682 |
| Variance | 17246.082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 104 | 615 | 0.6% |
| 102 | 593 | 0.5% |
| 106 | 587 | 0.5% |
| 108 | 561 | 0.5% |
| 100 | 560 | 0.5% |
| 88 | 549 | 0.5% |
| 98 | 547 | 0.5% |
| 92 | 546 | 0.5% |
| 90 | 546 | 0.5% |
| 78 | 545 | 0.5% |
| Other values (920) | 81376 | |
| (Missing) | 21010 | 19.4% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14 | 7 | < 0.1% |
| 15 | 5 | < 0.1% |
| 16 | 10 | < 0.1% |
| 17 | 13 | < 0.1% |
| 18 | 11 | < 0.1% |
| 19 | 36 | |
| 20 | 49 |
| Value | Count | Frequency (%) |
| 2049 | 1 | |
| 1917 | 1 | |
| 1842 | 1 | |
| 1747 | 1 | |
| 1719 | 1 | |
| 1672 | 1 | |
| 1646 | 1 | |
| 1630 | 1 | |
| 1613 | 1 | |
| 1595 | 1 |
AQI_Bucket
Categorical
High correlation  Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 21010 |
| Missing (%) | 19.4% |
| Memory size | 6.2 MiB |
| Moderate | |
|---|---|
| Satisfactory | |
| Very Poor | |
| Poor | |
| Good |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 8.3203677 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Moderate |
| 4th row | Moderate |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 29417 | |
| Satisfactory | 23636 | |
| Very Poor | 11762 | 10.9% |
| Poor | 11493 | 10.6% |
| Good | 5510 | 5.1% |
| Severe | 5207 | 4.8% |
| (Missing) | 21010 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| moderate | 29417 | |
| satisfactory | 23636 | |
| poor | 23255 | |
| very | 11762 | 11.9% |
| good | 5510 | 5.6% |
| severe | 5207 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 724080 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 724080 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 724080 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
Interactions
Correlations
| AQI | AQI_Bucket | Benzene | CO | NH3 | NO | NO2 | NOx | O3 | PM10 | PM2.5 | SO2 | Toluene | Xylene | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AQI | 1.000 | 0.584 | 0.358 | 0.553 | 0.523 | 0.520 | 0.518 | 0.526 | 0.205 | 0.896 | 0.880 | 0.406 | 0.362 | 0.143 |
| AQI_Bucket | 0.584 | 1.000 | 0.029 | 0.131 | 0.192 | 0.194 | 0.218 | 0.231 | 0.128 | 0.557 | 0.469 | 0.146 | 0.132 | 0.042 |
| Benzene | 0.358 | 0.029 | 1.000 | 0.339 | 0.291 | 0.344 | 0.425 | 0.400 | 0.089 | 0.364 | 0.348 | 0.275 | 0.831 | 0.838 |
| CO | 0.553 | 0.131 | 0.339 | 1.000 | 0.419 | 0.440 | 0.373 | 0.449 | 0.043 | 0.516 | 0.475 | 0.269 | 0.375 | 0.340 |
| NH3 | 0.523 | 0.192 | 0.291 | 0.419 | 1.000 | 0.359 | 0.464 | 0.406 | 0.109 | 0.523 | 0.515 | 0.265 | 0.367 | 0.055 |
| NO | 0.520 | 0.194 | 0.344 | 0.440 | 0.359 | 1.000 | 0.575 | 0.805 | -0.104 | 0.520 | 0.504 | 0.316 | 0.321 | 0.198 |
| NO2 | 0.518 | 0.218 | 0.425 | 0.373 | 0.464 | 0.575 | 1.000 | 0.777 | 0.180 | 0.531 | 0.515 | 0.320 | 0.452 | 0.275 |
| NOx | 0.526 | 0.231 | 0.400 | 0.449 | 0.406 | 0.805 | 0.777 | 1.000 | 0.012 | 0.535 | 0.498 | 0.320 | 0.385 | 0.279 |
| O3 | 0.205 | 0.128 | 0.089 | 0.043 | 0.109 | -0.104 | 0.180 | 0.012 | 1.000 | 0.127 | 0.157 | 0.195 | 0.071 | 0.121 |
| PM10 | 0.896 | 0.557 | 0.364 | 0.516 | 0.523 | 0.520 | 0.531 | 0.535 | 0.127 | 1.000 | 0.898 | 0.407 | 0.362 | 0.039 |
| PM2.5 | 0.880 | 0.469 | 0.348 | 0.475 | 0.515 | 0.504 | 0.515 | 0.498 | 0.157 | 0.898 | 1.000 | 0.340 | 0.323 | 0.131 |
| SO2 | 0.406 | 0.146 | 0.275 | 0.269 | 0.265 | 0.316 | 0.320 | 0.320 | 0.195 | 0.407 | 0.340 | 1.000 | 0.385 | 0.235 |
| Toluene | 0.362 | 0.132 | 0.831 | 0.375 | 0.367 | 0.321 | 0.452 | 0.385 | 0.071 | 0.362 | 0.323 | 0.385 | 1.000 | 0.770 |
| Xylene | 0.143 | 0.042 | 0.838 | 0.340 | 0.055 | 0.198 | 0.275 | 0.279 | 0.121 | 0.039 | 0.131 | 0.235 | 0.770 | 1.000 |
Missing values
Sample
| StationId | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AP001 | 2017-11-24 | 71.36 | 115.75 | 1.75 | 20.65 | 12.40 | 12.19 | 0.10 | 10.76 | 109.26 | 0.17 | 5.92 | 0.10 | NaN | NaN |
| 1 | AP001 | 2017-11-25 | 81.40 | 124.50 | 1.44 | 20.50 | 12.08 | 10.72 | 0.12 | 15.24 | 127.09 | 0.20 | 6.50 | 0.06 | 184.0 | Moderate |
| 2 | AP001 | 2017-11-26 | 78.32 | 129.06 | 1.26 | 26.00 | 14.85 | 10.28 | 0.14 | 26.96 | 117.44 | 0.22 | 7.95 | 0.08 | 197.0 | Moderate |
| 3 | AP001 | 2017-11-27 | 88.76 | 135.32 | 6.60 | 30.85 | 21.77 | 12.91 | 0.11 | 33.59 | 111.81 | 0.29 | 7.63 | 0.12 | 198.0 | Moderate |
| 4 | AP001 | 2017-11-28 | 64.18 | 104.09 | 2.56 | 28.07 | 17.01 | 11.42 | 0.09 | 19.00 | 138.18 | 0.17 | 5.02 | 0.07 | 188.0 | Moderate |
| 5 | AP001 | 2017-11-29 | 72.47 | 114.84 | 5.23 | 23.20 | 16.59 | 12.25 | 0.16 | 10.55 | 109.74 | 0.21 | 4.71 | 0.08 | 173.0 | Moderate |
| 6 | AP001 | 2017-11-30 | 69.80 | 114.86 | 4.69 | 20.17 | 14.54 | 10.95 | 0.12 | 14.07 | 118.09 | 0.16 | 3.52 | 0.06 | 165.0 | Moderate |
| 7 | AP001 | 2017-12-01 | 73.96 | 113.56 | 4.58 | 19.29 | 13.97 | 10.95 | 0.10 | 13.90 | 123.80 | 0.17 | 2.85 | 0.04 | 191.0 | Moderate |
| 8 | AP001 | 2017-12-02 | 89.90 | 140.20 | 7.71 | 26.19 | 19.87 | 13.12 | 0.10 | 19.37 | 128.73 | 0.25 | 2.79 | 0.07 | 191.0 | Moderate |
| 9 | AP001 | 2017-12-03 | 87.14 | 130.52 | 0.97 | 21.31 | 12.12 | 14.36 | 0.15 | 11.41 | 114.80 | 0.23 | 3.82 | 0.04 | 227.0 | Poor |
| StationId | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 108025 | WB013 | 2020-06-22 | 15.10 | 30.98 | 2.59 | 18.04 | 20.63 | 30.34 | 0.67 | 1.50 | 25.84 | 1.28 | 8.32 | NaN | 38.0 | Good |
| 108026 | WB013 | 2020-06-23 | 19.48 | 42.37 | 3.06 | 20.94 | 23.99 | 32.53 | 0.70 | 1.72 | 28.21 | 1.65 | 5.93 | NaN | 44.0 | Good |
| 108027 | WB013 | 2020-06-24 | 20.05 | 46.63 | 3.78 | 15.28 | 19.06 | 18.89 | 0.66 | 7.08 | 41.56 | 1.14 | 7.24 | NaN | 59.0 | Satisfactory |
| 108028 | WB013 | 2020-06-25 | 17.03 | 39.64 | 3.23 | 11.42 | 14.65 | 18.98 | 0.57 | 11.39 | 31.76 | 0.79 | 6.85 | NaN | 56.0 | Satisfactory |
| 108029 | WB013 | 2020-06-26 | 9.79 | 19.87 | 23.51 | 16.50 | 40.02 | 25.09 | 0.66 | 10.34 | 30.19 | 0.93 | 6.37 | NaN | 50.0 | Good |
| 108030 | WB013 | 2020-06-27 | 8.65 | 16.46 | NaN | NaN | NaN | NaN | 0.69 | 4.36 | 30.59 | 1.32 | 7.26 | NaN | 50.0 | Good |
| 108031 | WB013 | 2020-06-28 | 11.80 | 18.47 | NaN | NaN | NaN | NaN | 0.68 | 3.49 | 38.95 | 1.42 | 7.92 | NaN | 65.0 | Satisfactory |
| 108032 | WB013 | 2020-06-29 | 18.60 | 32.26 | 13.65 | 200.87 | 214.20 | 11.40 | 0.78 | 5.12 | 38.17 | 3.52 | 8.64 | NaN | 63.0 | Satisfactory |
| 108033 | WB013 | 2020-06-30 | 16.07 | 39.30 | 7.56 | 29.13 | 36.69 | 29.26 | 0.69 | 5.88 | 29.64 | 1.86 | 8.40 | NaN | 57.0 | Satisfactory |
| 108034 | WB013 | 2020-07-01 | 10.50 | 36.50 | 7.78 | 22.50 | 30.25 | 27.23 | 0.58 | 2.80 | 13.10 | 1.31 | 7.39 | NaN | 59.0 | Satisfactory |